Real ChatGPT answer · index seedta71b4VRaNgcompleteAutomotive · auto financing and leasingcommercial
How does Capital One Auto Navigator pre qualification work without affecting my credit score while I shop for a safer family sedan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does Capital One Auto Navigator pre qualification work without affecting my credit score while I shop for a safer family sedan?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Capital One Auto Navigator pre-qualification terms soft inquiry hard inquiry 2026 Google ↗
Capital One Auto Navigator pre-qualification soft inquiry hard inquiry credit score how it works official Google ↗
- Car Loan Pre-Qualification with No Credit Score Impact · capitalone.com
- Auto Loan FAQ · capitalone.com
- When can a credit card company look at my credit reports? · consumerfinance.gov
- Disclosures · capitalone.com
- 2026 TOP SAFETY PICKs · iihs-staging.iihs.org
- Current ratings for Midsize cars · iihs-staging.iihs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Capital One Auto Navigator pre-qualification terms soft inquiry hard inquiry 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Capital One Auto Navigator pre-qualification soft inquiry hard inquiry credit score how it works official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |